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Intelligent Evolutionary Optimization

Paperback Engels 2024 9780443274008
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

Intelligent Evolutionary Optimization introduces biologically-inspired intelligent optimization algorithms to address complex optimization problems and provide practical solutions for tackling combinatorial optimization problems. The book explores efficient search and optimization methods in high-dimensional spaces, particularly for high-dimensional multi-objective optimization problems, offering practical guidance and effective solutions across various domains. Providing practical solutions, methods, and tools to tackle complex optimization problems and enhance modern optimization techniques, this book will be a valuable resource for professionals seeking to enhance their understanding and proficiency in intelligent evolutionary optimization.

Specificaties

ISBN13:9780443274008
Taal:Engels
Bindwijze:Paperback

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Inhoudsopgave

Part I: Evolutionary Algorithm for Many-Objective Optimization<br>1. Preliminary<br>2. A New Dominance Relation Based Evolutionary Algorithm for Many-Objective Optimization<br>3. Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers<br>4. Objective Reduction in Many-Objective Optimization: Evolutionary Multi-objective Approach and Critical<br>5. Expensive Multi-objective Evolutionary Optimization Assisted by Dominance Prediction<br><br>Part II: Heuristic Algorithm for Flexible Job Shop Scheduling Problem<br>6. Preliminary<br>7. A Hybrid Harmony Search Algorithm for the Flexible Job Shop Scheduling Problem<br>8. Flexible Job Shop Scheduling Using Hybrid Differential Evolution Algorithms<br>9. An Integrated Search Heuristic for Large-scale Flexible Job Shop Scheduling Problems<br>10. Multi-objective Flexible Job Shop Scheduling Using Memetic Algorithms

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